A non-conforming dual approach for adaptive Trust-Region Reduced Basis approximation of PDE-constrained optimization. - Tim Keil; Luca Mechelli; Mario Ohlberger; Felix Schindler; Stefan Volkwein (CoRR, 2020)

An adaptive projected Newton non-conforming dual approach for trust-region reduced basis approximation of PDE-constrained parameter optimization. - Stefan Banholzer; Tim Keil; Luca Mechelli; Mario Ohlberger; Felix Schindler; Stefan Volkwein (CoRR, 2020)

On the effect of boundary conditions on the scalability of Schwarz methods. - Gabriele Ciaramella; Luca Mechelli (CoRR, 2021)

An overlapping waveform-relaxation preconditioner for economic optimal control problems with state constraints. - Gabriele Ciaramella; Luca Mechelli (CoRR, 2021)

Data-Driven Modeling and Control of Complex Dynamical Systems Arising in Renal Anemia Therapy. - Sabrina Casper; Doris H. Fuertinger; Peter Kotanko; Luca Mechelli; Jan Rohleff; Stefan Volkwein (CoRR, 2021)

Parallelized POD-based suboptimal economic model predictive control of a state-constrained Boussinesq approximation. - Julian Andrej; Lars Grüne; Luca Mechelli; Thomas Meurer; Simon Pirkelmann; Stefan Volkwein (Comput. Math. Appl., 2022)

A trust region reduced basis Pascoletti-Serafini algorithm for multi-objective PDE-constrained parameter optimization. - Stefan Banholzer; Luca Mechelli; Stefan Volkwein (CoRR, 2022)

Model order reduction for optimality systems through empirical gramians. - Luca Mechelli; Jan Rohleff; Stefan Volkwein (Frontiers Appl. Math. Stat., 2023)

POD Suboptimal Control of Evolution Problems: Theory and Applications. - Stefan Banholzer; Dennis Beermann; Luca Mechelli; Stefan Volkwein (CoRR, 2024)

Convergence analysis and optimization of a Robin Schwarz waveform relaxation method for time-periodic parabolic optimal control problems. - Gabriele Ciaramella; Laurence Halpern; Luca Mechelli (J. Comput. Phys., 2024)